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The Multi-Agent Workflow Mini-Guide

How to chain a researcher, writer and reviewer into one pipeline that produces finished work without you watching every step.

Most people use AI the same way they use Google: one question, one answer, back to the keyboard. Multi-agent workflows flip that. Instead of prompting once and editing endlessly, you set up a chain of specialised agents that pass work between themselves, and you step in only when the output is already close to done. This guide shows you exactly how to build that chain using a researcher, a writer and a reviewer, and how to wire them together so the pipeline runs without you babysitting every step.

What is inside
  • What a Multi-Agent Pipeline Actually Is
  • Designing Your Researcher Agent
  • Designing Your Writer Agent
  • Designing Your Reviewer Agent
  • Wiring the Agents Together
  • Running Your First Pipeline End to End
  • The Most Common Mistakes and How to Avoid Them
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This resource hands you the volume. The strategy, the judgement, and the bit where it all connects is the work I do for clients: lead generation, ads, SEO, workflow automation, HubSpot, and the systems that make them compound. Done for you, consulting, coaching, or training.

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Lilach Bullock has spent 21 years in marketing. Forbes Top 20 (twice), Oracle Social Influencer of Europe, and ranked the number one digital marketing influencer in the UK. She now builds AI-powered marketing systems for entrepreneurs, service businesses, and founders. The Sunday newsletter goes to 15,000 readers at a 70%+ open rate.

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